Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9436242 | 0.9626370 | 0.9938041 | 0.9496735 |
| bt | 0.7906040 | 0.9577528 | 0.8724653 | 0.5711837 |
| maxnet | 0.6657718 | 0.9052342 | 0.7825143 | 0.4650612 |
| gam | NA | NA | NA | 0.5099184 |
| glm | NA | NA | NA | 0.4544898 |
Variable Importance